Pandas Profiling Report

Dataset statistics

Number of variables	28
Number of observations	297
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	65.1 KiB
Average record size in memory	224.4 B

Variable types

Numeric	27
Categorical	1

Warnings

`covid_status` has constant value "0.0"	Constant
`rmse` is highly correlated with `spectral_bandwidth` and 3 other fields	High correlation
`spectral_centroid` is highly correlated with `spectral_bandwidth` and 2 other fields	High correlation
`spectral_bandwidth` is highly correlated with `rmse` and 3 other fields	High correlation
`rolloff` is highly correlated with `spectral_centroid` and 2 other fields	High correlation
`zero_crossing_rate` is highly correlated with `mfcc3` and 2 other fields	High correlation
`mfcc1` is highly correlated with `rmse` and 1 other fields	High correlation
`mfcc2` is highly correlated with `rmse` and 5 other fields	High correlation
`mfcc3` is highly correlated with `zero_crossing_rate` and 1 other fields	High correlation
`mfcc4` is highly correlated with `zero_crossing_rate`	High correlation
`mfcc6` is highly correlated with `zero_crossing_rate` and 1 other fields	High correlation
`mfcc8` is highly correlated with `mfcc9`	High correlation
`mfcc9` is highly correlated with `rmse` and 2 other fields	High correlation
`mfcc15` is highly correlated with `mfcc16`	High correlation
`mfcc16` is highly correlated with `mfcc15`	High correlation
`chroma_stft` is highly correlated with `zero_crossing_rate` and 1 other fields	High correlation
`rmse` is highly correlated with `spectral_bandwidth` and 3 other fields	High correlation
`spectral_centroid` is highly correlated with `spectral_bandwidth` and 2 other fields	High correlation
`spectral_bandwidth` is highly correlated with `rmse` and 4 other fields	High correlation
`rolloff` is highly correlated with `spectral_centroid` and 2 other fields	High correlation
`zero_crossing_rate` is highly correlated with `chroma_stft` and 2 other fields	High correlation
`mfcc1` is highly correlated with `rmse` and 3 other fields	High correlation
`mfcc2` is highly correlated with `rmse` and 4 other fields	High correlation
`mfcc3` is highly correlated with `zero_crossing_rate`	High correlation
`mfcc4` is highly correlated with `chroma_stft` and 1 other fields	High correlation
`mfcc9` is highly correlated with `rmse` and 1 other fields	High correlation
`rmse` is highly correlated with `mfcc1`	High correlation
`spectral_centroid` is highly correlated with `spectral_bandwidth` and 1 other fields	High correlation
`spectral_bandwidth` is highly correlated with `spectral_centroid` and 2 other fields	High correlation
`rolloff` is highly correlated with `spectral_centroid` and 1 other fields	High correlation
`mfcc1` is highly correlated with `rmse`	High correlation
`mfcc2` is highly correlated with `spectral_bandwidth`	High correlation
`mfcc1` is highly correlated with `mfcc15` and 11 other fields	High correlation
`mfcc10` is highly correlated with `mfcc14` and 9 other fields	High correlation
`mfcc14` is highly correlated with `mfcc10` and 13 other fields	High correlation
`mfcc15` is highly correlated with `mfcc1` and 14 other fields	High correlation
`mfcc5` is highly correlated with `mfcc14` and 11 other fields	High correlation
`mfcc11` is highly correlated with `mfcc1` and 8 other fields	High correlation
`mfcc17` is highly correlated with `mfcc10` and 16 other fields	High correlation
`chroma_stft` is highly correlated with `mfcc1` and 15 other fields	High correlation
`mfcc4` is highly correlated with `mfcc14` and 11 other fields	High correlation
`spectral_bandwidth` is highly correlated with `mfcc1` and 12 other fields	High correlation
`mfcc16` is highly correlated with `mfcc14` and 11 other fields	High correlation
`mfcc18` is highly correlated with `mfcc10` and 10 other fields	High correlation
`mfcc2` is highly correlated with `mfcc1` and 10 other fields	High correlation
`mfcc19` is highly correlated with `mfcc5` and 7 other fields	High correlation
`mfcc6` is highly correlated with `mfcc10` and 14 other fields	High correlation
`df_index` is highly correlated with `mfcc17` and 2 other fields	High correlation
`rolloff` is highly correlated with `mfcc1` and 7 other fields	High correlation
`zero_crossing_rate` is highly correlated with `mfcc10` and 20 other fields	High correlation
`spectral_centroid` is highly correlated with `mfcc1` and 10 other fields	High correlation
`mfcc7` is highly correlated with `mfcc1` and 11 other fields	High correlation
`mfcc8` is highly correlated with `mfcc1` and 16 other fields	High correlation
`mfcc3` is highly correlated with `mfcc1` and 17 other fields	High correlation
`mfcc20` is highly correlated with `mfcc15` and 15 other fields	High correlation
`mfcc12` is highly correlated with `mfcc10` and 16 other fields	High correlation
`mfcc13` is highly correlated with `mfcc15` and 12 other fields	High correlation
`rmse` is highly correlated with `mfcc1` and 4 other fields	High correlation
`mfcc9` is highly correlated with `mfcc1` and 17 other fields	High correlation
`df_index` has unique values	Unique

Reproduction

Analysis started	2021-08-30 11:26:56.691850
Analysis finished	2021-08-30 11:29:58.163356
Duration	3 minutes and 1.47 second
Software version	pandas-profiling v3.0.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	297
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	298.2592593

Minimum	5
Maximum	555
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	5
5-th percentile	65.8
Q1	193
median	292
Q3	388
95-th percentile	533.2
Maximum	555
Range	550
Interquartile range (IQR)	195

Descriptive statistics

Standard deviation	138.8730832
Coefficient of variation (CV)	0.4656119764
Kurtosis	-0.7801056504
Mean	298.2592593
Median Absolute Deviation (MAD)	99
Skewness	0.06594604578
Sum	88583
Variance	19285.73323
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
511	1	0.3%
187	1	0.3%
189	1	0.3%
190	1	0.3%
191	1	0.3%
192	1	0.3%
193	1	0.3%
194	1	0.3%
195	1	0.3%
196	1	0.3%
Other values (287)	287	96.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	1	0.3%
11	1	0.3%
13	1	0.3%
15	1	0.3%
17	1	0.3%
36	1	0.3%
39	1	0.3%
40	1	0.3%
47	1	0.3%
52	1	0.3%

Value	Count	Frequency (%)
555	1	0.3%
553	1	0.3%
551	1	0.3%
550	1	0.3%
548	1	0.3%
547	1	0.3%
545	1	0.3%
544	1	0.3%
543	1	0.3%
542	1	0.3%

covid_status
Categorical

CONSTANT
REJECTED

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.4 KiB

0.0	297

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	891
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	297	100.0%

Length

Histogram of lengths of the category

Pie chart

Value	Count	Frequency (%)
0.0	297	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	594	66.7%
.	297	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	594	66.7%
Other Punctuation	297	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	594	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	297	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	891	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	594	66.7%
.	297	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	891	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	594	66.7%
.	297	33.3%

chroma_stft
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.486666412

Minimum	0
Maximum	0.664212763
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.330559701
Q1	0.403320044
median	0.50330776
Q3	0.556883037
95-th percentile	0.6114774468
Maximum	0.664212763
Range	0.664212763
Interquartile range (IQR)	0.153562993

Descriptive statistics

Standard deviation	0.09776472113
Coefficient of variation (CV)	0.2008865184
Kurtosis	1.430135627
Mean	0.486666412
Median Absolute Deviation (MAD)	0.070194394
Skewness	-0.8231174358
Sum	144.5399244
Variance	0.009557940697
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.545653582	3	1.0%
0.493451267	3	1.0%
0.53687793	3	1.0%
0.531683862	3	1.0%
0.50330776	3	1.0%
0.552312791	3	1.0%
0.547464073	3	1.0%
0.55065763	3	1.0%
0.576377213	3	1.0%
0.536790133	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
0.134521738	1	0.3%
0.209774435	1	0.3%
0.262450129	1	0.3%
0.278490812	1	0.3%
0.294782341	2	0.7%
0.303549975	2	0.7%
0.310388088	1	0.3%
0.318071306	1	0.3%
0.322016835	1	0.3%

Value	Count	Frequency (%)
0.664212763	3	1.0%
0.642857909	3	1.0%
0.64107734	3	1.0%
0.630260825	3	1.0%
0.619847178	3	1.0%
0.609385014	3	1.0%
0.60774684	3	1.0%
0.607126653	3	1.0%
0.606245756	3	1.0%
0.600405633	3	1.0%

rmse
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.03141385328

Minimum	0
Maximum	0.145724475
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0073844736
Q1	0.018255606
median	0.027045876
Q3	0.0386208
95-th percentile	0.0729495688
Maximum	0.145724475
Range	0.145724475
Interquartile range (IQR)	0.020365194

Descriptive statistics

Standard deviation	0.0201289837
Coefficient of variation (CV)	0.6407677379
Kurtosis	3.962933504
Mean	0.03141385328
Median Absolute Deviation (MAD)	0.010620576
Skewness	1.558053388
Sum	9.329914424
Variance	0.000405175985
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.022994636	3	1.0%
0.047293346	3	1.0%
0.036364883	3	1.0%
0.024994977	3	1.0%
0.021237079	3	1.0%
0.021244802	3	1.0%
0.025372565	3	1.0%
0.02299173	3	1.0%
0.086230904	3	1.0%
0.031021873	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
0.000979583	1	0.3%
0.00278398	1	0.3%
0.003054997	1	0.3%
0.003386951	1	0.3%
0.003538722	1	0.3%
0.003911327	2	0.7%
0.004111945	1	0.3%
0.005985548	1	0.3%
0.006444346	2	0.7%

Value	Count	Frequency (%)
0.145724475	1	0.3%
0.097906828	1	0.3%
0.095615469	1	0.3%
0.093215905	1	0.3%
0.086230904	3	1.0%
0.083627097	3	1.0%
0.081430689	1	0.3%
0.076908998	1	0.3%
0.074243829	2	0.7%
0.072972588	1	0.3%

spectral_centroid
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3007.089145

Minimum	0
Maximum	5403.689377
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	0
5-th percentile	1898.281317
Q1	2438.854346
median	2981.964291
Q3	3499.988157
95-th percentile	4331.299486
Maximum	5403.689377
Range	5403.689377
Interquartile range (IQR)	1061.133811

Descriptive statistics

Standard deviation	772.939876
Coefficient of variation (CV)	0.2570392292
Kurtosis	0.7811100732
Mean	3007.089145
Median Absolute Deviation (MAD)	533.984246
Skewness	0.2334499615
Sum	893105.4762
Variance	597436.0519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2715.862611	3	1.0%
3499.988157	3	1.0%
3094.236323	3	1.0%
3057.348704	3	1.0%
2811.86592	3	1.0%
2690.717213	3	1.0%
3672.306235	3	1.0%
3367.813614	3	1.0%
2319.321534	3	1.0%
3921.590128	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
1068.906697	1	0.3%
1301.660463	1	0.3%
1340.494895	1	0.3%
1543.847198	1	0.3%
1595.249355	3	1.0%
1604.951115	2	0.7%
1667.137054	1	0.3%
1675.662795	1	0.3%
1707.037148	1	0.3%

Value	Count	Frequency (%)
5403.689377	1	0.3%
5184.571855	1	0.3%
5178.37102	1	0.3%
5055.255722	1	0.3%
5002.635464	1	0.3%
4997.26609	1	0.3%
4994.121572	1	0.3%
4707.184598	1	0.3%
4696.377284	1	0.3%
4443.857572	1	0.3%

spectral_bandwidth
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3280.16627

Minimum	0
Maximum	5367.069262
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	0
5-th percentile	2127.653796
Q1	2737.735147
median	3310.077234
Q3	3829.229438
95-th percentile	4379.892629
Maximum	5367.069262
Range	5367.069262
Interquartile range (IQR)	1091.494291

Descriptive statistics

Standard deviation	764.2753157
Coefficient of variation (CV)	0.2329989558
Kurtosis	0.7679761779
Mean	3280.16627
Median Absolute Deviation (MAD)	530.806772
Skewness	-0.3350913978
Sum	974209.3821
Variance	584116.7582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3704.603144	3	1.0%
3384.528042	3	1.0%
4137.132438	3	1.0%
3490.510292	3	1.0%
2920.203957	3	1.0%
2635.006687	3	1.0%
3092.560223	3	1.0%
4379.892629	3	1.0%
3749.384249	3	1.0%
3699.614804	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
956.9353671	1	0.3%
1159.018363	1	0.3%
1259.748875	1	0.3%
1679.854507	1	0.3%
1690.673881	2	0.7%
1776.473752	1	0.3%
1935.86214	1	0.3%
1952.014386	1	0.3%
2016.286526	1	0.3%

Value	Count	Frequency (%)
5367.069262	1	0.3%
5357.955811	1	0.3%
5110.1063	1	0.3%
4867.435628	1	0.3%
4794.700995	1	0.3%
4761.676959	1	0.3%
4646.101995	1	0.3%
4605.093122	1	0.3%
4583.450243	1	0.3%
4502.101554	1	0.3%

rolloff
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5827.045334

Minimum	0
Maximum	11736.23352
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	0
5-th percentile	3293.218347
Q1	4555.097336
median	5626.946885
Q3	6904.997615
95-th percentile	8718.913111
Maximum	11736.23352
Range	11736.23352
Interquartile range (IQR)	2349.900279

Descriptive statistics

Standard deviation	1747.172967
Coefficient of variation (CV)	0.2998385746
Kurtosis	0.3955490397
Mean	5827.045334
Median Absolute Deviation (MAD)	1195.329185
Skewness	0.3651298841
Sum	1730632.464
Variance	3052613.377
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5315.816097	3	1.0%
3809.549356	3	1.0%
7924.942922	3	1.0%
5327.118482	3	1.0%
3686.383929	3	1.0%
2716.524481	3	1.0%
7526.11324	3	1.0%
6857.925	3	1.0%
4672.346024	3	1.0%
5615.750185	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
2039.192348	1	0.3%
2107.25429	1	0.3%
2317.393868	1	0.3%
2614.991103	1	0.3%
2686.548913	1	0.3%
2716.524481	3	1.0%
2733.785377	1	0.3%
2773.913043	1	0.3%
3006.621034	2	0.7%

Value	Count	Frequency (%)
11736.23352	1	0.3%
11246.19485	1	0.3%
10780.76285	1	0.3%
10194.16921	1	0.3%
9957.161854	1	0.3%
9879.971591	1	0.3%
9877.695541	1	0.3%
9829.221491	1	0.3%
9025.573291	1	0.3%
9023.4375	3	1.0%

zero_crossing_rate
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.04951513858

Minimum	0
Maximum	0.150139116
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0.025759576
Q1	0.032255616
median	0.041695454
Q3	0.059434203
95-th percentile	0.1028575386
Maximum	0.150139116
Range	0.150139116
Interquartile range (IQR)	0.027178587

Descriptive statistics

Standard deviation	0.02474235786
Coefficient of variation (CV)	0.4996927923
Kurtosis	1.789697188
Mean	0.04951513858
Median Absolute Deviation (MAD)	0.01008763
Skewness	1.438745963
Sum	14.70599616
Variance	0.0006121842726
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.035861771	3	1.0%
0.030314377	3	1.0%
0.02515331	3	1.0%
0.028954933	3	1.0%
0.050307458	3	1.0%
0.041962786	3	1.0%
0.027459805	3	1.0%
0.0412417	3	1.0%
0.030298359	3	1.0%
0.043354572	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
0.018258287	1	0.3%
0.021127115	1	0.3%
0.022324493	3	1.0%
0.023197458	3	1.0%
0.024190422	1	0.3%
0.024437198	1	0.3%
0.02515331	3	1.0%
0.025759576	3	1.0%
0.026155315	1	0.3%

Value	Count	Frequency (%)
0.150139116	1	0.3%
0.144451204	1	0.3%
0.129077656	1	0.3%
0.125078453	1	0.3%
0.118449391	1	0.3%
0.116857752	1	0.3%
0.113539915	1	0.3%
0.111186935	1	0.3%
0.107758621	2	0.7%
0.107032224	1	0.3%

mfcc1
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-471.3141808

Minimum	-1131.371094
Maximum	-248.4534454
Zeros	0
Zeros (%)	0.0%
Negative	297
Negative (%)	100.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	-1131.371094
5-th percentile	-579.4991455
Q1	-503.4855347
median	-464.8908997
Q3	-436.3067932
95-th percentile	-372.6085755
Maximum	-248.4534454
Range	882.9176486
Interquartile range (IQR)	67.1787415

Descriptive statistics

Standard deviation	76.06949798
Coefficient of variation (CV)	-0.161398704
Kurtosis	21.04144065
Mean	-471.3141808
Median Absolute Deviation (MAD)	35.0700684
Skewness	-2.805855677
Sum	-139980.3117
Variance	5786.568522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-550.1653442	3	1.0%
-461.714386	3	1.0%
-511.4710693	3	1.0%
-474.6352539	3	1.0%
-480.7426453	3	1.0%
-444.0309753	3	1.0%
-509.3415527	3	1.0%
-434.5440979	3	1.0%
-533.2703247	3	1.0%
-508.1361694	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1131.371094	1	0.3%
-858.8468018	1	0.3%
-686.1120605	2	0.7%
-680.4577026	1	0.3%
-679.0106201	1	0.3%
-666.8988037	1	0.3%
-655.1824951	1	0.3%
-632.0287476	1	0.3%
-592.7639771	1	0.3%
-590.9645386	1	0.3%

Value	Count	Frequency (%)
-248.4534454	1	0.3%
-273.2672119	1	0.3%
-325.4880981	1	0.3%
-335.0377808	1	0.3%
-347.2966309	2	0.7%
-353.1460876	1	0.3%
-354.4116821	1	0.3%
-354.4291992	1	0.3%
-360.2666321	2	0.7%
-364.0188293	1	0.3%

mfcc2
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.31465268

Minimum	0
Maximum	185.5809021
Zeros	1
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	0
5-th percentile	36.79484482
Q1	55.63216019
median	67.48229218
Q3	85.64866638
95-th percentile	120.1741471
Maximum	185.5809021
Range	185.5809021
Interquartile range (IQR)	30.01650619

Descriptive statistics

Standard deviation	24.58881219
Coefficient of variation (CV)	0.3447932685
Kurtosis	1.372654886
Mean	71.31465268
Median Absolute Deviation (MAD)	14.68361663
Skewness	0.7801202707
Sum	21180.45185
Variance	604.609685
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56.80902481	3	1.0%
64.62186432	3	1.0%
61.65471649	3	1.0%
66.31858826	3	1.0%
55.63216019	3	1.0%
138.3561249	3	1.0%
93.08772278	3	1.0%
44.4299202	3	1.0%
50.88831711	3	1.0%
108.8862686	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.3%
21.31974602	1	0.3%
26.04946518	1	0.3%
28.76409721	1	0.3%
29.30614281	1	0.3%
29.83322906	1	0.3%
31.26542282	1	0.3%
31.51093674	1	0.3%
31.54052353	1	0.3%
33.30187225	2	0.7%

Value	Count	Frequency (%)
185.5809021	1	0.3%
138.3561249	3	1.0%
136.6091766	1	0.3%
125.2566681	2	0.7%
124.4838028	2	0.7%
123.6209412	1	0.3%
122.6027756	1	0.3%
122.3524857	3	1.0%
121.3643265	1	0.3%
119.8766022	2	0.7%

mfcc3
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-10.28863219

Minimum	-75.08678436
Maximum	23.42499733
Zeros	1
Zeros (%)	0.3%
Negative	234
Negative (%)	78.8%
Memory size	2.4 KiB

Quantile statistics

Minimum	-75.08678436
5-th percentile	-42.18983612
Q1	-15.27240849
median	-8.671881676
Q3	-2.523839235
95-th percentile	9.548022461
Maximum	23.42499733
Range	98.51178169
Interquartile range (IQR)	12.74856925

Descriptive statistics

Standard deviation	14.64622469
Coefficient of variation (CV)	-1.423534676
Kurtosis	3.074473577
Mean	-10.28863219
Median Absolute Deviation (MAD)	6.600526814
Skewness	-1.238025249
Sum	-3055.723761
Variance	214.5118976
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-9.821468353	3	1.0%
-1.889569402	3	1.0%
-10.11229134	3	1.0%
-12.17152691	3	1.0%
-9.872562408	3	1.0%
-18.76833725	3	1.0%
-3.539312363	3	1.0%
-4.70266819	3	1.0%
7.124764442	3	1.0%
1.280719876	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-75.08678436	1	0.3%
-72.63667297	1	0.3%
-66.5630722	1	0.3%
-55.4117012	1	0.3%
-52.70550156	1	0.3%
-49.61358643	2	0.7%
-49.51432037	1	0.3%
-45.56526566	2	0.7%
-43.73166656	3	1.0%
-43.33264923	2	0.7%

Value	Count	Frequency (%)
23.42499733	1	0.3%
18.39223099	1	0.3%
17.95871162	3	1.0%
17.48856163	1	0.3%
16.16617775	1	0.3%
15.58376122	1	0.3%
12.8605566	2	0.7%
11.30510235	1	0.3%
11.30181885	1	0.3%
11.15101051	1	0.3%

mfcc4
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5904054006

Minimum	-27.93893433
Maximum	46.97177887
Zeros	1
Zeros (%)	0.3%
Negative	166
Negative (%)	55.9%
Memory size	2.4 KiB

Quantile statistics

Minimum	-27.93893433
5-th percentile	-13.76684189
Q1	-6.306241512
median	-1.058264256
Q3	6.521407127
95-th percentile	20.65681686
Maximum	46.97177887
Range	74.9107132
Interquartile range (IQR)	12.82764864

Descriptive statistics

Standard deviation	10.41370414
Coefficient of variation (CV)	17.63822643
Kurtosis	1.188567401
Mean	0.5904054006
Median Absolute Deviation (MAD)	5.945397377
Skewness	0.6027739975
Sum	175.350404
Variance	108.445234
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.351586342	3	1.0%
-1.936391711	3	1.0%
-7.69293499	3	1.0%
-16.11458397	3	1.0%
-13.70609951	3	1.0%
-12.46308327	3	1.0%
-0.205176279	3	1.0%
-0.570940197	3	1.0%
-1.998257041	3	1.0%
-0.788529098	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-27.93893433	3	1.0%
-19.08267975	1	0.3%
-16.74209785	3	1.0%
-16.11458397	3	1.0%
-14.43993759	1	0.3%
-14.41448021	1	0.3%
-13.92472458	3	1.0%
-13.72737122	3	1.0%
-13.70768642	1	0.3%
-13.70609951	3	1.0%

Value	Count	Frequency (%)
46.97177887	1	0.3%
28.7766552	1	0.3%
27.96888351	1	0.3%
26.5310154	1	0.3%
23.68675041	2	0.7%
23.46947098	2	0.7%
22.00870514	1	0.3%
21.43560791	1	0.3%
21.28381348	1	0.3%
21.2536869	2	0.7%

mfcc5
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.089455828

Minimum	-24.48757553
Maximum	27.66966057
Zeros	1
Zeros (%)	0.3%
Negative	64
Negative (%)	21.5%
Memory size	2.4 KiB

Quantile statistics

Minimum	-24.48757553
5-th percentile	-8.184982681
Q1	0.88468492
median	4.778059483
Q3	8.016834259
95-th percentile	13.1664381
Maximum	27.66966057
Range	52.1572361
Interquartile range (IQR)	7.132149339

Descriptive statistics

Standard deviation	6.930313675
Coefficient of variation (CV)	1.694678697
Kurtosis	2.427041495
Mean	4.089455828
Median Absolute Deviation (MAD)	3.535385608
Skewness	-0.6619605208
Sum	1214.568381
Variance	48.02924763
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.578904629	3	1.0%
2.181941271	3	1.0%
5.164977074	3	1.0%
12.48217678	3	1.0%
2.571263313	3	1.0%
8.313445091	3	1.0%
3.178532362	3	1.0%
9.71442318	3	1.0%
-6.772444725	3	1.0%
0.8962605	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-24.48757553	2	0.7%
-22.09689522	1	0.3%
-13.58581543	1	0.3%
-13.49978924	1	0.3%
-12.35396957	2	0.7%
-10.69559669	2	0.7%
-10.67440796	1	0.3%
-9.304679871	2	0.7%
-8.638878822	1	0.3%
-8.495534897	2	0.7%

Value	Count	Frequency (%)
27.66966057	1	0.3%
22.53304863	1	0.3%
21.19446754	1	0.3%
20.96803665	1	0.3%
20.39981651	1	0.3%
19.61833382	1	0.3%
17.87787437	1	0.3%
16.12896347	1	0.3%
15.40440273	1	0.3%
13.54554367	1	0.3%

mfcc6
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8.512595162

Minimum	-44.86371613
Maximum	14.36135006
Zeros	1
Zeros (%)	0.3%
Negative	279
Negative (%)	93.9%
Memory size	2.4 KiB

Quantile statistics

Minimum	-44.86371613
5-th percentile	-24.52265663
Q1	-10.57445049
median	-7.008098602
Q3	-4.166885853
95-th percentile	0.770539999
Maximum	14.36135006
Range	59.22506619
Interquartile range (IQR)	6.407564637

Descriptive statistics

Standard deviation	7.801496014
Coefficient of variation (CV)	-0.9164650575
Kurtosis	3.144393085
Mean	-8.512595162
Median Absolute Deviation (MAD)	3.10522604
Skewness	-1.347691045
Sum	-2528.240763
Variance	60.86334006
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-6.423971653	3	1.0%
-7.266981602	3	1.0%
-8.157732964	3	1.0%
-5.942948341	3	1.0%
-2.472821474	3	1.0%
-5.776879311	3	1.0%
-12.24672222	3	1.0%
-2.891489983	3	1.0%
-7.328148842	3	1.0%
-1.499968529	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-44.86371613	1	0.3%
-36.18283844	2	0.7%
-33.26948929	2	0.7%
-32.51799393	1	0.3%
-30.97792244	1	0.3%
-29.39190674	1	0.3%
-28.98750305	1	0.3%
-26.52962875	1	0.3%
-26.51344299	1	0.3%
-25.80691338	2	0.7%

Value	Count	Frequency (%)
14.36135006	1	0.3%
12.4403944	1	0.3%
6.934716702	1	0.3%
4.636057854	2	0.7%
2.508947611	1	0.3%
2.349787951	1	0.3%
1.942567945	3	1.0%
1.887797832	1	0.3%
1.804730773	1	0.3%
1.699035645	1	0.3%

mfcc7
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.302359191

Minimum	-18.42068672
Maximum	31.06119347
Zeros	1
Zeros (%)	0.3%
Negative	211
Negative (%)	71.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	-18.42068672
5-th percentile	-10.50092144
Q1	-5.821927071
median	-3.031085968
Q3	0.452994198
95-th percentile	8.95209198
Maximum	31.06119347
Range	49.48188019
Interquartile range (IQR)	6.274921269

Descriptive statistics

Standard deviation	6.21353274
Coefficient of variation (CV)	-2.698767753
Kurtosis	3.198537067
Mean	-2.302359191
Median Absolute Deviation (MAD)	3.098933168
Skewness	0.9410188989
Sum	-683.8006797
Variance	38.60798911
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.949255705	3	1.0%
-8.834075928	3	1.0%
-17.52332115	3	1.0%
-6.223925114	3	1.0%
-4.487382412	3	1.0%
-8.862817764	3	1.0%
-1.735790133	3	1.0%
-1.337068677	3	1.0%
-5.985841751	3	1.0%
0.452994198	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-18.42068672	1	0.3%
-17.52332115	3	1.0%
-17.06884575	1	0.3%
-15.79871178	1	0.3%
-14.93717098	2	0.7%
-12.14160156	1	0.3%
-11.82522202	2	0.7%
-11.06373882	1	0.3%
-10.73040676	1	0.3%
-10.57301807	1	0.3%

Value	Count	Frequency (%)
31.06119347	1	0.3%
18.17509079	1	0.3%
15.70409393	1	0.3%
14.2645998	1	0.3%
14.06715965	1	0.3%
12.64254379	2	0.7%
11.65789604	1	0.3%
11.4180975	2	0.7%
10.74796772	2	0.7%
10.68414879	1	0.3%

mfcc8
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4.060977673

Minimum	-28.9380188
Maximum	19.42258453
Zeros	1
Zeros (%)	0.3%
Negative	227
Negative (%)	76.4%
Memory size	2.4 KiB

Quantile statistics

Minimum	-28.9380188
5-th percentile	-15.34775448
Q1	-7.84003973
median	-3.053973198
Q3	-0.167042345
95-th percentile	3.66046524
Maximum	19.42258453
Range	48.36060333
Interquartile range (IQR)	7.672997385

Descriptive statistics

Standard deviation	5.973072524
Coefficient of variation (CV)	-1.47084594
Kurtosis	1.955978001
Mean	-4.060977673
Median Absolute Deviation (MAD)	3.354821235
Skewness	-0.7222969674
Sum	-1206.110369
Variance	35.67759537
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.211096466	3	1.0%
-2.503092527	3	1.0%
-5.103153229	3	1.0%
-4.801058769	3	1.0%
3.222433567	3	1.0%
1.520516872	3	1.0%
-1.556867242	3	1.0%
-2.956597567	3	1.0%
-4.747466087	3	1.0%
-3.844720602	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-28.9380188	1	0.3%
-26.82678604	1	0.3%
-24.13603973	1	0.3%
-19.73348618	1	0.3%
-18.72622681	1	0.3%
-17.70406914	1	0.3%
-17.40592575	1	0.3%
-17.34512711	1	0.3%
-17.21187019	1	0.3%
-16.67108536	1	0.3%

Value	Count	Frequency (%)
19.42258453	1	0.3%
9.250021935	1	0.3%
7.011273861	1	0.3%
6.416089058	2	0.7%
5.692083359	3	1.0%
4.729048729	3	1.0%
3.752620697	1	0.3%
3.679346085	1	0.3%
3.66046524	3	1.0%
3.406095982	1	0.3%

mfcc9
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8.043947588

Minimum	-33.03359985
Maximum	3.467969894
Zeros	1
Zeros (%)	0.3%
Negative	282
Negative (%)	94.9%
Memory size	2.4 KiB

Quantile statistics

Minimum	-33.03359985
5-th percentile	-18.46313286
Q1	-10.92140865
median	-6.937124729
Q3	-4.568939686
95-th percentile	-0.2241866112
Maximum	3.467969894
Range	36.50156974
Interquartile range (IQR)	6.352468964

Descriptive statistics

Standard deviation	5.638095815
Coefficient of variation (CV)	-0.7009115553
Kurtosis	1.825400206
Mean	-8.043947588
Median Absolute Deviation (MAD)	3.049051046
Skewness	-0.9672830772
Sum	-2389.052434
Variance	31.78812441
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5.209016323	3	1.0%
-2.675291061	3	1.0%
-6.164991379	3	1.0%
-5.699653625	3	1.0%
-8.693451881	3	1.0%
-6.900223255	3	1.0%
-5.503369808	3	1.0%
-11.33661079	3	1.0%
-12.87594032	3	1.0%
-9.139967918	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-33.03359985	1	0.3%
-27.70430374	1	0.3%
-25.9192524	1	0.3%
-25.89493942	1	0.3%
-23.60396957	1	0.3%
-22.83514595	1	0.3%
-22.49032402	2	0.7%
-21.62217712	1	0.3%
-21.56449509	1	0.3%
-21.23797989	1	0.3%

Value	Count	Frequency (%)
3.467969894	2	0.7%
2.504188538	3	1.0%
2.273616552	2	0.7%
1.191551924	1	0.3%
1.011425257	2	0.7%
0.627362192	3	1.0%
0.48170796	1	0.3%
0	1	0.3%
-0.280233264	1	0.3%
-0.496467113	1	0.3%

mfcc10
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4.324617248

Minimum	-19.87977219
Maximum	12.34230995
Zeros	1
Zeros (%)	0.3%
Negative	251
Negative (%)	84.5%
Memory size	2.4 KiB

Quantile statistics

Minimum	-19.87977219
5-th percentile	-12.43189163
Q1	-7.010484219
median	-4.369989872
Q3	-1.386764407
95-th percentile	3.705530119
Maximum	12.34230995
Range	32.22208214
Interquartile range (IQR)	5.623719812

Descriptive statistics

Standard deviation	4.909765154
Coefficient of variation (CV)	-1.135306288
Kurtosis	0.8567293499
Mean	-4.324617248
Median Absolute Deviation (MAD)	2.876817107
Skewness	-0.07193882316
Sum	-1284.411323
Variance	24.10579387
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-9.835443497	3	1.0%
-16.45576859	3	1.0%
-6.215852737	3	1.0%
-5.213335037	3	1.0%
-6.318487644	3	1.0%
-11.96498585	3	1.0%
-8.575760841	3	1.0%
-7.279414177	3	1.0%
-0.852990389	3	1.0%
-4.813604355	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-19.87977219	2	0.7%
-16.9903183	1	0.3%
-16.45576859	3	1.0%
-14.8283186	1	0.3%
-14.4859848	1	0.3%
-14.31326008	1	0.3%
-13.73176289	2	0.7%
-13.19584656	1	0.3%
-13.06788254	1	0.3%
-12.85507965	1	0.3%

Value	Count	Frequency (%)
12.34230995	1	0.3%
8.9772892	1	0.3%
8.805682182	1	0.3%
8.253202438	1	0.3%
7.512579918	1	0.3%
6.610367298	1	0.3%
5.84799099	1	0.3%
5.51702404	1	0.3%
5.429760933	1	0.3%
5.191288948	1	0.3%

mfcc11
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.291413293

Minimum	-23.95453262
Maximum	4.202829838
Zeros	1
Zeros (%)	0.3%
Negative	274
Negative (%)	92.3%
Memory size	2.4 KiB

Quantile statistics

Minimum	-23.95453262
5-th percentile	-14.32718945
Q1	-7.245131016
median	-4.453970909
Q3	-2.145931959
95-th percentile	0.346470088
Maximum	4.202829838
Range	28.15736246
Interquartile range (IQR)	5.099199057

Descriptive statistics

Standard deviation	4.6518856
Coefficient of variation (CV)	-0.8791385858
Kurtosis	1.135138751
Mean	-5.291413293
Median Absolute Deviation (MAD)	2.725596428
Skewness	-1.047486179
Sum	-1571.549748
Variance	21.64003963
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.264699817	3	1.0%
-7.107970238	3	1.0%
-4.303427219	3	1.0%
-1.13881731	3	1.0%
-0.297166198	3	1.0%
-0.518457949	3	1.0%
-4.8514781	3	1.0%
-1.577813387	3	1.0%
-5.011287212	3	1.0%
-6.595562935	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-23.95453262	1	0.3%
-21.74257278	1	0.3%
-18.04694176	1	0.3%
-17.90721512	2	0.7%
-17.59760284	2	0.7%
-16.77963448	1	0.3%
-16.57737541	1	0.3%
-16.34937096	1	0.3%
-16.08523369	1	0.3%
-15.33393097	1	0.3%

Value	Count	Frequency (%)
4.202829838	1	0.3%
1.844192624	3	1.0%
1.77427721	1	0.3%
1.264699817	3	1.0%
0.954881489	3	1.0%
0.624600589	1	0.3%
0.559914052	2	0.7%
0.346470088	3	1.0%
0.276657701	3	1.0%
0.104720443	1	0.3%

mfcc12
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.76734711

Minimum	-13.97152328
Maximum	11.79124641
Zeros	1
Zeros (%)	0.3%
Negative	261
Negative (%)	87.9%
Memory size	2.4 KiB

Quantile statistics

Minimum	-13.97152328
5-th percentile	-9.436958694
Q1	-5.900751591
median	-3.62819314
Q3	-1.669513822
95-th percentile	1.129838705
Maximum	11.79124641
Range	25.76276969
Interquartile range (IQR)	4.231237769

Descriptive statistics

Standard deviation	3.486658977
Coefficient of variation (CV)	-0.925494486
Kurtosis	1.514048797
Mean	-3.76734711
Median Absolute Deviation (MAD)	2.091121316
Skewness	0.07005357509
Sum	-1118.902092
Variance	12.15679082
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-8.087276459	3	1.0%
-4.027569294	3	1.0%
-8.493872643	3	1.0%
-7.471687317	3	1.0%
-3.77525115	3	1.0%
-2.031380177	3	1.0%
-3.482310295	3	1.0%
-1.922837257	3	1.0%
-6.126540661	3	1.0%
-1.395495415	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13.97152328	2	0.7%
-13.09540272	1	0.3%
-12.67936993	1	0.3%
-11.80089474	1	0.3%
-11.46329308	1	0.3%
-11.26816368	1	0.3%
-10.9920826	1	0.3%
-10.70111465	3	1.0%
-9.937455177	1	0.3%
-9.761592865	2	0.7%

Value	Count	Frequency (%)
11.79124641	1	0.3%
7.742780209	1	0.3%
7.095420837	1	0.3%
4.317516804	1	0.3%
2.837369204	2	0.7%
2.173014402	1	0.3%
1.813750625	2	0.7%
1.627744675	1	0.3%
1.327385902	1	0.3%
1.277233362	1	0.3%

mfcc13
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.286025892

Minimum	-13.3079977
Maximum	15.42399025
Zeros	1
Zeros (%)	0.3%
Negative	232
Negative (%)	78.1%
Memory size	2.4 KiB

Quantile statistics

Minimum	-13.3079977
5-th percentile	-8.56278038
Q1	-4.244267464
median	-2.614900827
Q3	-0.656557798
95-th percentile	4.01122818
Maximum	15.42399025
Range	28.73198795
Interquartile range (IQR)	3.587709666

Descriptive statistics

Standard deviation	3.738810751
Coefficient of variation (CV)	-1.635506739
Kurtosis	2.556175891
Mean	-2.286025892
Median Absolute Deviation (MAD)	1.764436007
Skewness	0.7499416689
Sum	-678.9496899
Variance	13.97870583
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.846332788	3	1.0%
-5.694886684	3	1.0%
-0.656557798	3	1.0%
-3.539287806	3	1.0%
-3.355377436	3	1.0%
-4.314815521	3	1.0%
1.794715881	3	1.0%
-5.484910488	3	1.0%
-4.68204546	3	1.0%
-2.025759935	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13.3079977	2	0.7%
-10.60211754	1	0.3%
-9.97131443	1	0.3%
-9.492572784	1	0.3%
-9.048337936	3	1.0%
-8.921989441	1	0.3%
-8.821576118	1	0.3%
-8.714962006	1	0.3%
-8.638543129	3	1.0%
-8.56278038	2	0.7%

Value	Count	Frequency (%)
15.42399025	1	0.3%
9.661244392	1	0.3%
9.39849472	1	0.3%
9.198484421	1	0.3%
8.384314537	2	0.7%
8.070140839	1	0.3%
7.752319813	1	0.3%
6.512794018	1	0.3%
5.655079842	2	0.7%
4.644339085	1	0.3%

mfcc14
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.214541011

Minimum	-22.75405693
Maximum	4.309709072
Zeros	1
Zeros (%)	0.3%
Negative	286
Negative (%)	96.3%
Memory size	2.4 KiB

Quantile statistics

Minimum	-22.75405693
5-th percentile	-10.83365936
Q1	-6.498164177
median	-4.677098274
Q3	-3.440637589
95-th percentile	-0.679484487
Maximum	4.309709072
Range	27.063766
Interquartile range (IQR)	3.057526588

Descriptive statistics

Standard deviation	3.557990852
Coefficient of variation (CV)	-0.6823210028
Kurtosis	5.968368003
Mean	-5.214541011
Median Absolute Deviation (MAD)	1.471815109
Skewness	-1.67906066
Sum	-1548.71868
Variance	12.6592989
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.569207668	3	1.0%
-3.440637589	3	1.0%
-3.431597471	3	1.0%
-0.130521089	3	1.0%
-4.429432392	3	1.0%
-8.976955414	3	1.0%
-3.734538794	3	1.0%
-6.839847565	3	1.0%
-6.91451025	3	1.0%
0.066861413	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-22.75405693	1	0.3%
-22.43288803	1	0.3%
-21.7512188	1	0.3%
-19.59380722	1	0.3%
-16.39536858	1	0.3%
-16.19101906	1	0.3%
-15.75186062	1	0.3%
-15.41821003	1	0.3%
-14.59574509	1	0.3%
-14.10273743	1	0.3%

Value	Count	Frequency (%)
4.309709072	1	0.3%
3.843124151	1	0.3%
0.844521046	2	0.7%
0.066861413	3	1.0%
0.02843512	3	1.0%
0	1	0.3%
-0.130521089	3	1.0%
-0.679484487	3	1.0%
-0.798733652	3	1.0%
-1.085615039	1	0.3%

mfcc15
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.269493455

Minimum	-10.53950024
Maximum	11.01543236
Zeros	1
Zeros (%)	0.3%
Negative	255
Negative (%)	85.9%
Memory size	2.4 KiB

Quantile statistics

Minimum	-10.53950024
5-th percentile	-8.453349113
Q1	-5.279780388
median	-3.653604984
Q3	-1.52664721
95-th percentile	2.44429574
Maximum	11.01543236
Range	21.5549326
Interquartile range (IQR)	3.753133178

Descriptive statistics

Standard deviation	3.315063149
Coefficient of variation (CV)	-1.013937845
Kurtosis	1.257015739
Mean	-3.269493455
Median Absolute Deviation (MAD)	1.938262463
Skewness	0.6263841132
Sum	-971.0395562
Variance	10.98964368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3.660231113	3	1.0%
-2.612808943	3	1.0%
1.458162785	3	1.0%
-6.684098721	3	1.0%
-2.013385296	3	1.0%
-3.055019379	3	1.0%
-5.279780388	3	1.0%
-2.623180151	3	1.0%
-4.237810135	3	1.0%
-4.263693333	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-10.53950024	1	0.3%
-10.13173485	1	0.3%
-10.03578663	1	0.3%
-10.02408123	3	1.0%
-9.129138947	2	0.7%
-9.083367348	1	0.3%
-9.07752037	1	0.3%
-9.06065464	1	0.3%
-8.631100655	1	0.3%
-8.491831779	3	1.0%

Value	Count	Frequency (%)
11.01543236	1	0.3%
7.008726597	1	0.3%
6.882511616	1	0.3%
6.320420742	1	0.3%
5.251037598	1	0.3%
5.241580963	1	0.3%
5.085354328	1	0.3%
4.285577774	1	0.3%
4.167115688	1	0.3%
3.935342789	1	0.3%

mfcc16
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-2.846015728

Minimum	-13.53975773
Maximum	7.028747559
Zeros	1
Zeros (%)	0.3%
Negative	258
Negative (%)	86.9%
Memory size	2.4 KiB

Quantile statistics

Minimum	-13.53975773
5-th percentile	-8.446120834
Q1	-4.432642937
median	-2.517000914
Q3	-0.923913002
95-th percentile	1.377192664
Maximum	7.028747559
Range	20.56850529
Interquartile range (IQR)	3.508729935

Descriptive statistics

Standard deviation	3.098375944
Coefficient of variation (CV)	-1.088671406
Kurtosis	1.738564692
Mean	-2.846015728
Median Absolute Deviation (MAD)	1.803981126
Skewness	-0.6336915872
Sum	-845.2666711
Variance	9.599933489
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.47492218	3	1.0%
-5.077569962	3	1.0%
-4.529057503	3	1.0%
-0.356105894	3	1.0%
-1.431336284	3	1.0%
-3.274079323	3	1.0%
-1.562528372	3	1.0%
0.481145978	3	1.0%
-3.21206975	3	1.0%
-1.988556862	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13.53975773	3	1.0%
-13.11719608	2	0.7%
-11.73805523	1	0.3%
-10.50269794	1	0.3%
-10.37151051	1	0.3%
-9.096522331	1	0.3%
-9.001171112	1	0.3%
-8.997891426	1	0.3%
-8.944740295	2	0.7%
-8.876958847	1	0.3%

Value	Count	Frequency (%)
7.028747559	1	0.3%
5.420623302	1	0.3%
4.319420338	1	0.3%
4.128497124	1	0.3%
3.997589111	1	0.3%
3.183686256	1	0.3%
3.15664959	1	0.3%
2.93707633	1	0.3%
2.874444246	1	0.3%
2.655209541	1	0.3%

mfcc17
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-5.327449484

Minimum	-22.3718853
Maximum	3.861722708
Zeros	1
Zeros (%)	0.3%
Negative	288
Negative (%)	97.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	-22.3718853
5-th percentile	-12.1501854
Q1	-6.932049274
median	-4.882236004
Q3	-2.757558584
95-th percentile	-0.9238202568
Maximum	3.861722708
Range	26.23360801
Interquartile range (IQR)	4.17449069

Descriptive statistics

Standard deviation	3.650492609
Coefficient of variation (CV)	-0.6852233175
Kurtosis	2.183556059
Mean	-5.327449484
Median Absolute Deviation (MAD)	2.12467742
Skewness	-1.137166715
Sum	-1582.252497
Variance	13.32609629
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-6.086611271	3	1.0%
1.329365253	3	1.0%
-1.601407051	3	1.0%
-2.757558584	3	1.0%
-5.865373135	3	1.0%
-3.667700052	3	1.0%
-3.169038773	3	1.0%
-2.238467455	3	1.0%
-2.610418081	3	1.0%
-3.047203302	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-22.3718853	1	0.3%
-18.21897125	1	0.3%
-17.64494324	1	0.3%
-16.00642586	1	0.3%
-15.62162876	1	0.3%
-15.01536274	1	0.3%
-14.95706654	1	0.3%
-14.89373684	1	0.3%
-14.07487106	1	0.3%
-13.84360695	1	0.3%

Value	Count	Frequency (%)
3.861722708	1	0.3%
1.329365253	3	1.0%
0.685456097	1	0.3%
0.101909079	2	0.7%
0.001945716	1	0.3%
0	1	0.3%
-0.608779848	3	1.0%
-0.916181564	3	1.0%
-0.92572993	1	0.3%
-0.977692962	3	1.0%

mfcc18
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.673518414

Minimum	-12.45246792
Maximum	5.618514538
Zeros	1
Zeros (%)	0.3%
Negative	276
Negative (%)	92.9%
Memory size	2.4 KiB

Quantile statistics

Minimum	-12.45246792
5-th percentile	-8.586619759
Q1	-5.44440937
median	-3.623157978
Q3	-1.719071269
95-th percentile	0.4624405858
Maximum	5.618514538
Range	18.07098246
Interquartile range (IQR)	3.725338101

Descriptive statistics

Standard deviation	2.907495769
Coefficient of variation (CV)	-0.7914743962
Kurtosis	0.4713255988
Mean	-3.673518414
Median Absolute Deviation (MAD)	1.84608078
Skewness	-0.03115213094
Sum	-1091.034969
Variance	8.453531644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-4.914735794	3	1.0%
-3.623157978	3	1.0%
-2.502584934	3	1.0%
-4.20198679	3	1.0%
-5.770493031	3	1.0%
-5.762750149	3	1.0%
-4.716887951	3	1.0%
-8.756306648	3	1.0%
-3.219568491	3	1.0%
-5.341212749	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-12.45246792	1	0.3%
-11.49477386	1	0.3%
-10.54174137	3	1.0%
-10.48415852	1	0.3%
-10.20916653	1	0.3%
-9.981344223	1	0.3%
-9.57451725	1	0.3%
-9.060025215	1	0.3%
-8.911996841	1	0.3%
-8.756306648	3	1.0%

Value	Count	Frequency (%)
5.618514538	1	0.3%
5.55964756	1	0.3%
4.352736473	1	0.3%
3.317935944	1	0.3%
2.498803139	1	0.3%
2.40829277	1	0.3%
2.255675554	1	0.3%
2.116243124	1	0.3%
2.024220228	1	0.3%
1.510779023	2	0.7%

mfcc19
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-3.863259412

Minimum	-13.33502579
Maximum	2.277164698
Zeros	1
Zeros (%)	0.3%
Negative	286
Negative (%)	96.3%
Memory size	2.4 KiB

Quantile statistics

Minimum	-13.33502579
5-th percentile	-8.904454422
Q1	-5.106873989
median	-3.458552599
Q3	-2.169203758
95-th percentile	-0.5193145212
Maximum	2.277164698
Range	15.61219049
Interquartile range (IQR)	2.937670231

Descriptive statistics

Standard deviation	2.629253532
Coefficient of variation (CV)	-0.6805790789
Kurtosis	0.9203631818
Mean	-3.863259412
Median Absolute Deviation (MAD)	1.454179048
Skewness	-0.7981530429
Sum	-1147.388045
Variance	6.912974135
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-2.836044312	3	1.0%
-6.522218227	3	1.0%
-5.777169704	3	1.0%
-4.7076931	3	1.0%
-1.336160541	3	1.0%
-3.13235569	3	1.0%
-4.470150948	3	1.0%
-3.242759466	3	1.0%
-2.393294573	3	1.0%
-1.536321878	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13.33502579	1	0.3%
-12.09080601	1	0.3%
-11.67608356	1	0.3%
-11.45164871	2	0.7%
-11.14853859	1	0.3%
-10.80527496	2	0.7%
-10.13957977	1	0.3%
-9.839583397	1	0.3%
-9.637212753	1	0.3%
-9.519319534	1	0.3%

Value	Count	Frequency (%)
2.277164698	1	0.3%
2.191570759	1	0.3%
1.988696337	1	0.3%
1.182077885	1	0.3%
0.587761104	1	0.3%
0.542991161	1	0.3%
0.10736876	1	0.3%
0.076977357	3	1.0%
0	1	0.3%
-0.196548089	1	0.3%

mfcc20
Real number (ℝ)

HIGH CORRELATION

Distinct	186
Distinct (%)	62.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-4.53625294

Minimum	-16.67735672
Maximum	1.718601465
Zeros	1
Zeros (%)	0.3%
Negative	294
Negative (%)	99.0%
Memory size	2.4 KiB

Quantile statistics

Minimum	-16.67735672
5-th percentile	-9.257963181
Q1	-5.942317486
median	-4.084219456
Q3	-2.793143272
95-th percentile	-0.9831141352
Maximum	1.718601465
Range	18.39595818
Interquartile range (IQR)	3.149174214

Descriptive statistics

Standard deviation	2.579669546
Coefficient of variation (CV)	-0.5686785064
Kurtosis	2.587163296
Mean	-4.53625294
Median Absolute Deviation (MAD)	1.583687305
Skewness	-1.144980205
Sum	-1347.267123
Variance	6.654694968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-7.05477953	3	1.0%
-7.205958366	3	1.0%
-3.207624197	3	1.0%
-4.463037014	3	1.0%
-2.258127213	3	1.0%
-4.269377232	3	1.0%
-2.663996696	3	1.0%
-3.706103086	3	1.0%
-2.391006708	3	1.0%
-3.887349606	3	1.0%
Other values (176)	267	89.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-16.67735672	1	0.3%
-15.29585171	1	0.3%
-13.30402088	1	0.3%
-13.03335094	1	0.3%
-12.34830952	1	0.3%
-11.74475002	1	0.3%
-10.22765732	1	0.3%
-10.21813011	1	0.3%
-9.726944923	2	0.7%
-9.720941544	1	0.3%

Value	Count	Frequency (%)
1.718601465	1	0.3%
0.23732473	1	0.3%
0	1	0.3%
-0.259231508	1	0.3%
-0.362459362	1	0.3%
-0.391942233	1	0.3%
-0.797710896	2	0.7%
-0.838084459	1	0.3%
-0.858413577	2	0.7%
-0.908013105	1	0.3%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	df_index	chroma_stft	rmse	spectral_centroid	spectral_bandwidth	rolloff	zero_crossing_rate	mfcc1	mfcc2	mfcc3	mfcc4	mfcc5	mfcc6	mfcc7	mfcc8	mfcc9	mfcc10	mfcc11	mfcc12	mfcc13	mfcc14	mfcc15	mfcc16	mfcc17	mfcc18	mfcc19	mfcc20
0	5	0.511784	0.011890	3448.609718	4226.490094	6315.529337	0.061811	-517.450256	40.682167	-10.754708	3.872811	1.299960	-8.374012	2.231653	1.448778	-2.313311	-3.490207	-6.491390	-0.392513	0.345531	-3.572443	-0.002734	-2.758920	-5.120065	-0.831587	-2.985718	-3.265484
1	11	0.567804	0.012705	5403.689377	5357.955811	11736.233520	0.057142	-534.096863	29.306143	-13.051175	12.177119	7.413190	-4.339118	5.858554	-2.742089	-6.596937	0.252099	-5.986632	-6.375987	-2.357787	-3.573378	-1.409463	-1.823061	-2.069131	-0.324558	-2.847277	-1.542457
2	13	0.458423	0.021290	3092.834091	3536.424447	5720.514706	0.074449	-470.430695	48.852756	-9.348028	10.798406	-0.674451	-8.596121	-1.952278	-8.623630	-8.802071	-0.274829	4.202830	0.494443	-1.159789	-1.945273	-2.112214	0.695884	-4.124461	-9.060025	-4.819659	-1.610658
3	15	0.322017	0.027909	2289.120477	2632.981850	4137.181801	0.034865	-490.037231	31.265423	-3.895604	9.228412	4.609731	-0.417381	5.934174	-5.856328	-9.656723	0.585812	-0.174316	-1.215199	-0.544397	-3.116033	-1.643423	-0.882361	0.001946	1.016746	-4.163795	-5.396878
4	17	0.562480	0.054555	3471.731611	3657.906137	5799.260496	0.070723	-431.622925	63.896423	-18.557993	-0.566375	9.818233	-4.036633	1.953996	3.679346	-1.913712	-2.551869	-6.302892	-5.137498	-2.511432	-5.993284	-3.686344	-0.896247	-4.781416	-4.795146	-1.857483	-2.149642
5	36	0.402855	0.006444	3339.591945	4324.873867	6822.276070	0.048752	-581.887451	38.511387	0.521491	0.085875	-5.595566	-11.364014	-4.590793	-1.305702	1.011425	-0.667343	-4.978219	-0.530775	2.229459	0.844521	0.785129	-3.553890	-5.317847	-1.891633	-1.364141	-0.858414
6	39	0.330560	0.003911	3060.659930	3915.293915	6215.613310	0.040736	-686.112061	81.871025	12.860557	-1.562020	-9.304680	-20.302353	-14.937171	-9.142491	-6.256747	-4.036244	-6.386899	-5.155090	-2.130613	-4.567240	-7.722573	-7.868546	-5.249727	-2.847554	-2.290766	-0.797711
7	40	0.504797	0.011026	4041.863489	4382.934919	8683.548965	0.032730	-579.499146	33.301872	-8.528276	-0.885543	2.789226	-5.436583	-0.965308	0.026027	-2.386591	0.956029	-0.351089	-1.455265	0.485020	-3.074298	-3.692584	-0.133026	-2.358028	-3.355912	-0.234410	-1.221881
8	47	0.387300	0.035217	3128.690846	3702.242105	6478.011489	0.048890	-452.149689	63.921970	-7.987209	-3.730077	7.274646	4.636058	0.991768	-10.733962	-9.703927	-0.960637	-5.086147	-6.602741	-4.379337	-6.072674	-4.456025	-4.994850	-7.468322	-3.818285	-1.599074	-3.690098
9	52	0.401208	0.053522	1604.951115	1690.673881	3006.621034	0.046022	-360.266632	119.876602	3.421885	3.290564	10.806004	-4.538828	-4.411186	-11.313363	-18.463133	-13.731763	-11.870850	-9.761593	-6.969263	-5.172945	-3.960957	-8.944740	-8.789465	-1.101540	-2.468477	-9.539063

Last rows

	df_index	chroma_stft	rmse	spectral_centroid	spectral_bandwidth	rolloff	zero_crossing_rate	mfcc1	mfcc2	mfcc3	mfcc4	mfcc5	mfcc6	mfcc7	mfcc8	mfcc9	mfcc10	mfcc11	mfcc12	mfcc13	mfcc14	mfcc15	mfcc16	mfcc17	mfcc18	mfcc19	mfcc20
287	542	0.415348	0.002784	4994.121572	4252.745079	8899.079320	0.113540	-680.457703	48.013844	-18.871265	27.968884	7.862058	-21.562359	4.625724	0.314468	-5.134453	3.656588	-6.687035	-3.525333	-1.033649	-8.533141	2.122481	-1.467991	-14.893737	-5.469304	-2.565367	-7.769077
288	543	0.447186	0.023819	5178.371020	4761.676959	10780.762850	0.027414	-498.060089	42.626080	-4.766308	-2.896341	-2.206679	-7.761043	-4.326938	-2.885319	-0.842319	-3.707531	-9.012763	-3.034850	-0.276609	-2.251372	2.930111	2.874444	-2.366749	-2.810682	-2.180135	-0.391942
289	544	0.417774	0.017359	3961.314670	3882.824071	7704.071970	0.100811	-488.464233	36.069420	-19.867342	8.314837	7.341877	2.508948	8.180876	-11.395640	-9.500271	-2.794591	-12.046718	0.726306	0.018163	-16.395369	-5.201185	-0.828517	-10.134831	-7.786520	-7.864659	-4.154001
290	545	0.413592	0.016425	3736.032137	4348.625572	8029.846999	0.062387	-515.093079	39.953320	-8.202085	18.146042	5.513347	-16.420513	-6.598564	-10.483783	-8.490735	1.893585	-2.124408	1.327386	1.203681	-7.205555	-1.377642	-1.932923	-9.877131	-5.407985	-4.182688	-5.327617
291	547	0.327528	0.005986	3167.998355	2862.966382	6260.173112	0.047313	-632.028748	48.006557	-21.701441	-1.058264	-0.028219	-7.427349	0.285089	-8.809048	-4.475405	1.660683	-7.587779	-0.405122	-0.173578	-9.387975	2.457526	5.420623	-4.050757	-1.440541	-1.076445	-1.544606
292	548	0.404364	0.013626	3339.368255	3251.437246	6427.607914	0.078893	-503.485535	64.039879	-27.875721	10.403370	12.649821	-12.355567	-3.102134	-15.530381	-22.835146	-5.347957	-5.834797	-7.988777	-3.002875	-2.319824	0.919446	-6.482488	-15.015363	-6.895054	-5.053434	-8.962865
293	550	0.371949	0.023232	2907.078578	3258.292525	5399.464749	0.063220	-486.827759	60.193691	-9.803898	6.557796	12.498374	-5.204060	-3.595127	-3.235003	-6.454490	-6.521963	-7.752876	-1.720932	0.130373	-5.105666	-1.554233	-1.025963	-5.906067	-1.815979	0.107369	-5.667907
294	551	0.417730	0.012783	4276.810210	4605.093122	9025.573291	0.069602	-541.647888	31.540524	-4.751193	10.621203	6.310236	-2.996515	3.063846	-1.624156	-0.939049	1.530463	-6.009074	-2.852857	-1.546573	-6.167944	0.431346	-2.717791	-12.887345	-6.161059	-1.346104	-4.390808
295	553	0.353014	0.011283	2355.744400	2924.152999	4723.433355	0.044343	-526.697632	83.966110	-3.313950	-10.295151	-3.660294	-16.263620	-15.798712	-7.010229	-3.980396	-6.577453	-8.130480	-2.645786	-1.901244	-8.445860	-10.131735	-10.371511	-12.542892	-12.452468	-11.148539	-8.745210
296	555	0.373076	0.030597	3210.556604	3010.082839	5993.364448	0.085499	-452.308350	59.778954	-20.456085	4.887133	-2.030684	-18.085890	-0.492509	-7.953918	-10.795498	2.564840	-3.586040	-4.794425	-1.273056	-4.344914	1.202740	-1.654098	-9.829616	-5.475174	-7.078996	-10.227657

Overview

Variables

Common Values

Length

Pie chart

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows